*Parameters for each signal were optimized on the first half of a signal and then evaluated on the other half - only results from the other (i.e. evaluation) half of a signal are shown in the table.
Signal name | Length [s] | Noise level | # Neurons | # Spikes | AMI score | Parameters | ||
WaveClus | KlustaKwik | OSort | ||||||
M10_S2_n0.05.mat | 30 | 0.04 | 2 | 339 | 1.00 | 1.00 | 0.93 | show |
M10_S2_n0.15.mat | 30 | 0.25 | 2 | 339 | 0.93 | 0.90 | 0.57 | show |
M10_S2_n0.1.mat | 30 | 0.13 | 2 | 339 | 0.00 | 1.00 | 0.85 | show |
M10_S2_n0.2.mat | 30 | 0.38 | 2 | 339 | 0.00 | 0.02 | 0.16 | show |
M10_S2_n0.3.mat | 30 | 0.59 | 2 | 339 | -0.00 | -0.00 | 0.01 | show |
M10_S3_n0.05.mat | 30 | 0.03 | 3 | 389 | 1.00 | 0.95 | 0.74 | show |
M10_S3_n0.15.mat | 30 | 0.22 | 3 | 389 | 0.38 | 0.00 | 0.06 | show |
M10_S3_n0.1.mat | 30 | 0.11 | 3 | 389 | 0.91 | 0.65 | 0.00 | show |
M10_S3_n0.2.mat | 30 | 0.33 | 3 | 389 | 0.33 | -0.00 | 0.11 | show |
M10_S3_n0.3.mat | 30 | 0.51 | 3 | 389 | 0.00 | 0.00 | 0.02 | show |
M10_S4_n0.05.mat | 30 | 0.03 | 4 | 1433 | 0.57 | 0.82 | 0.72 | show |
M10_S4_n0.15.mat | 30 | 0.19 | 4 | 1433 | 0.71 | 0.28 | 0.19 | show |
M10_S4_n0.1.mat | 30 | 0.10 | 4 | 1433 | 0.89 | 0.67 | 0.27 | show |
M10_S4_n0.2.mat | 30 | 0.30 | 4 | 1433 | 0.14 | 0.01 | 0.07 | show |
M10_S4_n0.3.mat | 30 | 0.49 | 4 | 1433 | 0.10 | 0.00 | 0.02 | show |
M10_S5_n0.05.mat | 30 | 0.03 | 5 | 593 | 0.95 | 0.74 | 0.66 | show |
M10_S5_n0.15.mat | 30 | 0.24 | 5 | 593 | 0.24 | 0.00 | 0.19 | show |
M10_S5_n0.1.mat | 30 | 0.12 | 5 | 593 | 0.45 | 0.62 | 0.50 | show |
M10_S5_n0.2.mat | 30 | 0.36 | 5 | 593 | 0.00 | 0.00 | 0.11 | show |
M10_S5_n0.3.mat | 30 | 0.57 | 5 | 593 | 0.00 | -0.00 | 0.01 | show |
M10_S6_n0.05.mat | 30 | 0.03 | 6 | 1697 | 0.62 | 0.71 | 0.72 | show |
M10_S6_n0.15.mat | 30 | 0.21 | 6 | 1697 | 0.40 | 0.35 | 0.33 | show |
M10_S6_n0.1.mat | 30 | 0.10 | 6 | 1697 | 0.52 | 0.49 | 0.44 | show |
M10_S6_n0.2.mat | 30 | 0.32 | 6 | 1697 | 0.00 | 0.35 | 0.11 | show |
M10_S6_n0.3.mat | 30 | 0.51 | 6 | 1697 | 0.00 | 0.01 | 0.04 | show |
M10_S7_n0.05.mat | 30 | 0.03 | 7 | 1426 | 0.69 | 0.66 | 0.66 | show |
M10_S7_n0.15.mat | 30 | 0.21 | 7 | 1426 | 0.00 | -0.00 | 0.13 | show |
M10_S7_n0.1.mat | 30 | 0.10 | 7 | 1426 | 0.38 | 0.60 | 0.20 | show |
M10_S7_n0.2.mat | 30 | 0.32 | 7 | 1426 | 0.14 | -0.00 | 0.03 | show |
M10_S7_n0.3.mat | 30 | 0.52 | 7 | 1426 | 0.01 | 0.00 | 0.02 | show |
M10_S8_n0.05.mat | 30 | 0.03 | 8 | 1873 | 0.22 | 0.61 | 0.62 | show |
M10_S8_n0.15.mat | 30 | 0.20 | 8 | 1873 | 0.33 | 0.24 | 0.12 | show |
M10_S8_n0.1.mat | 30 | 0.10 | 8 | 1873 | 0.25 | 0.25 | 0.19 | show |
M10_S8_n0.2.mat | 30 | 0.31 | 8 | 1873 | 0.00 | 0.01 | 0.05 | show |
M10_S8_n0.3.mat | 30 | 0.51 | 8 | 1873 | 0.00 | 0.01 | 0.02 | show |
M10_S9_n0.05.mat | 30 | 0.02 | 9 | 1964 | 0.51 | 0.59 | 0.61 | show |
M10_S9_n0.15.mat | 30 | 0.17 | 9 | 1964 | 0.25 | 0.19 | 0.23 | show |
M10_S9_n0.1.mat | 30 | 0.09 | 9 | 1964 | 0.30 | 0.49 | 0.31 | show |
M10_S9_n0.2.mat | 30 | 0.27 | 9 | 1964 | 0.00 | 0.19 | 0.13 | show |
M10_S9_n0.3.mat | 30 | 0.45 | 9 | 1964 | 0.00 | 0.00 | 0.01 | show |